{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Appartment Rent Ad Creation\n",
    "\n",
    "I have an appartment that I must rent. Let's see if TinyTroupe can help me advertise to the right people!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Failed to find custom config on: c:\\Users\\pdasilva\\OneDrive - Microsoft\\Git repositories\\tinytroupe\\notebooks\\config.ini\n",
      "Now switching to default config file...\n",
      "Looking for config on: c:\\Users\\pdasilva\\OneDrive - Microsoft\\Git repositories\\tinytroupe\\notebooks\\..\\tinytroupe\\config.ini\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "import sys\n",
    "sys.path.append('..')\n",
    "\n",
    "import tinytroupe\n",
    "from tinytroupe.agent import TinyPerson\n",
    "from tinytroupe.environment import TinyWorld, TinySocialNetwork\n",
    "from tinytroupe.examples import *\n",
    "from tinytroupe.extraction import default_extractor as extractor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "focus_group = TinyWorld(\"Focus group\", [create_lisa_the_data_scientist(), create_oscar_the_architect(), create_marcos_the_physician()])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "situation = \\\n",
    "\"\"\" \n",
    "This is a focus group dedicated to finding the best way to advertise an appartment for rent.\n",
    "Everyone in the group is a friend to the person who is renting the appartment, called Paulo.\n",
    "The objective is to find the best way to advertise the appartment, so that Paulo can find a good tenant.\n",
    "\"\"\"\n",
    "\n",
    "apartment_description = \\\n",
    "\"\"\"\t\n",
    "The appartment has the following characteristics:\n",
    "  - It is in an old building, but was completely renovated and remodeled by an excellent architect. \n",
    "    There are almost no walls, so it is very spacious, mostly composed of integrated spaces. \n",
    "  - It was also recently repainted, so it looks brand new.\n",
    "  - 1 bedroom. Originally, it had two, but one was converted into a home office.\n",
    "  - 1 integrated kitchen and living room. The kitchen is very elegant, with a central eating wood table,\n",
    "    with 60s-style chairs. The appliances are in gray and steel, and the cabinets are in white, the wood\n",
    "    is light colored.\n",
    "  - Has wood-like floors in all rooms, except the kitchen and bathroom, which are tiled.  \n",
    "  - 2 bathrooms. Both with good taste porcelain and other decorative elements.\n",
    "  - 1 laundry room. The washing machine is new and also doubles as a dryer.\n",
    "  - Is already furnished with a bed, a sofa, a table, a desk, a chair, a washing machine, a refrigerator, \n",
    "    a stove, and a microwave.\n",
    "  - It has a spacious shelf for books and other objects.\n",
    "  - It is close to: a very convenient supermarket, a bakery, a gym, a bus stop, and a subway station. \n",
    "    It is also close to a great argentinian restaurant, and a pizzeria.\n",
    "  - It is located at a main avenue, but the appartment is in the back of the building, so it is very quiet.\n",
    "  - It is near of the best Medicine School in the country, so it is a good place for a medical student.  \n",
    "\"\"\"\n",
    "\n",
    "task = \\\n",
    "\"\"\"\n",
    "Discuss the best way to advertise the appartment, so that Paulo can find a good tenant.\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Inform the focus groups about their situation and task."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
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       "\u001b[1;3;38;5;51m                  > excellent architect.      There are almost no walls, so it\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > is very spacious, mostly composed of integrated spaces.    -\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > It was also recently repainted, so it looks brand new.   - \u001b[0m\u001b[1;3;38;5;51m1\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > bedroom. Originally, it had two, but one was converted into\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > a home office.   - \u001b[0m\u001b[1;3;38;5;51m1\u001b[0m\u001b[1;3;38;5;51m integrated kitchen and living room. The\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > kitchen is very elegant, with a central eating wood table,\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > with \u001b[0m\u001b[1;3;38;5;51m(\u001b[0m\u001b[1;3;38;5;51m...\u001b[0m\u001b[1;3;38;5;51m)\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION]  Discuss the best way to advertise the appartment, so that Paulo can find a good</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; tenant.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m  Discuss the best way to advertise the appartment, so that Paulo can find a good\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > tenant.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION]  Discuss the best way to advertise the appartment, so that Paulo can find a good</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; tenant.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m  Discuss the best way to advertise the appartment, so that Paulo can find a good\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > tenant.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION]  Discuss the best way to advertise the appartment, so that Paulo can find a good</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; tenant.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m  Discuss the best way to advertise the appartment, so that Paulo can find a good\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > tenant.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "focus_group.broadcast(situation)\n",
    "focus_group.broadcast(apartment_description)\n",
    "focus_group.broadcast(task)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Start the focus group discussion."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-01-20 06:56:54,329 - tinytroupe - INFO - [Focus group] Running world simulation step 1 of 3.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────── </span>Focus group step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ─────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m───────────────────────────────────────────── \u001b[0mFocus group step \u001b[1;36m1\u001b[0m of \u001b[1;36m3\u001b[0m\u001b[92m ─────────────────────────────────────────────\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-01-20 06:56:54,729 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lisa</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> To advertise Paulo's apartment effectively, we should highlight its unique</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; features and benefits. The spacious, open-concept design,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; the recent renovations, and the proximity to key amenities</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; like the supermarket, gym, and public transport are all</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; strong selling points. Additionally, the fact that it's</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; quiet despite being on a main avenue and its suitability for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; medical students due to its location near the best Medicine</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; School should be emphasized.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[4;32mLisa\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m To advertise Paulo's apartment effectively, we should highlight its unique\u001b[0m\n",
       "\u001b[32m                  > features and benefits. The spacious, open-concept design,\u001b[0m\n",
       "\u001b[32m                  > the recent renovations, and the proximity to key amenities\u001b[0m\n",
       "\u001b[32m                  > like the supermarket, gym, and public transport are all\u001b[0m\n",
       "\u001b[32m                  > strong selling points. Additionally, the fact that it's\u001b[0m\n",
       "\u001b[32m                  > quiet despite being on a main avenue and its suitability for\u001b[0m\n",
       "\u001b[32m                  > medical students due to its location near the best Medicine\u001b[0m\n",
       "\u001b[32m                  > School should be emphasized.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-01-20 06:57:05,913 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lisa</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] I think we should create a listing that emphasizes the apartment's modern and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; open design, its recent upgrades, and the convenience of the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; location. We could use high-quality photos that showcase the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; spacious rooms and elegant kitchen. It's also important to</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; mention the proximity to the Medicine School, which could</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; attract medical students looking for a quiet and comfortable</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; place to live. We could post the ad on popular rental</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; websites and perhaps even reach out to the student community</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; directl (...)</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLisa\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m I think we should create a listing that emphasizes the apartment's modern and\u001b[0m\n",
       "\u001b[1;38;5;40m                  > open design, its recent upgrades, and the convenience of the\u001b[0m\n",
       "\u001b[1;38;5;40m                  > location. We could use high-quality photos that showcase the\u001b[0m\n",
       "\u001b[1;38;5;40m                  > spacious rooms and elegant kitchen. It's also important to\u001b[0m\n",
       "\u001b[1;38;5;40m                  > mention the proximity to the Medicine School, which could\u001b[0m\n",
       "\u001b[1;38;5;40m                  > attract medical students looking for a quiet and comfortable\u001b[0m\n",
       "\u001b[1;38;5;40m                  > place to live. We could post the ad on popular rental\u001b[0m\n",
       "\u001b[1;38;5;40m                  > websites and perhaps even reach out to the student community\u001b[0m\n",
       "\u001b[1;38;5;40m                  > directl \u001b[0m\u001b[1;38;5;40m(\u001b[0m\u001b[1;38;5;40m...\u001b[0m\u001b[1;38;5;40m)\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-01-20 06:57:20,279 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lisa</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "</pre>\n"
      ],
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       "\u001b[4;38;5;252mLisa\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n"
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     },
     "metadata": {},
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] I think we should create a listing that emphasizes the apartment's modern and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; open design, its recent upgrades, and the convenience of the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; location. We could use high-quality photos that showcase the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; spacious rooms and elegant kitchen. It's also important to</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; mention the proximity to the Medicine School, which could</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; attract medical students looking for a quiet and comfortable</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; place to live. We could post the ad on popular rental</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; websites and perhaps even reach out to the student community</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; directl (...)</span>\n",
       "</pre>\n"
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       "\u001b[1;3;4;38;5;51mLisa\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m I think we should create a listing that emphasizes the apartment's modern and\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > open design, its recent upgrades, and the convenience of the\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > location. We could use high-quality photos that showcase the\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > spacious rooms and elegant kitchen. It's also important to\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > mention the proximity to the Medicine School, which could\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > attract medical students looking for a quiet and comfortable\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > place to live. We could post the ad on popular rental\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > websites and perhaps even reach out to the student community\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > directl \u001b[0m\u001b[1;3;38;5;51m(\u001b[0m\u001b[1;3;38;5;51m...\u001b[0m\u001b[1;3;38;5;51m)\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] I think we should create a listing that emphasizes the apartment's modern and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; open design, its recent upgrades, and the convenience of the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; location. We could use high-quality photos that showcase the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; spacious rooms and elegant kitchen. It's also important to</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; mention the proximity to the Medicine School, which could</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; attract medical students looking for a quiet and comfortable</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; place to live. We could post the ad on popular rental</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; websites and perhaps even reach out to the student community</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; directl (...)</span>\n",
       "</pre>\n"
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       "\u001b[1;3;4;38;5;51mLisa\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m I think we should create a listing that emphasizes the apartment's modern and\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > open design, its recent upgrades, and the convenience of the\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > location. We could use high-quality photos that showcase the\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > spacious rooms and elegant kitchen. It's also important to\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > mention the proximity to the Medicine School, which could\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > attract medical students looking for a quiet and comfortable\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > place to live. We could post the ad on popular rental\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > websites and perhaps even reach out to the student community\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > directl \u001b[0m\u001b[1;3;38;5;51m(\u001b[0m\u001b[1;3;38;5;51m...\u001b[0m\u001b[1;3;38;5;51m)\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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     "output_type": "stream",
     "text": [
      "2024-01-20 06:57:29,155 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Oscar</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> Lisa's suggestions are excellent. The high-quality photos and the focus on the</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; apartment's modern design and location will appeal to</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; potential tenants. Reaching out to the medical student</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; community could be particularly effective given the</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; apartment's proximity to the Medicine School. I should</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; consider adding that the apartment's furnishings and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; appliances are included, which is a significant convenience</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; for anyone moving in.</span>\n",
       "</pre>\n"
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       "\u001b[4;32mOscar\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m Lisa's suggestions are excellent. The high-quality photos and the focus on the\u001b[0m\n",
       "\u001b[32m                   > apartment's modern design and location will appeal to\u001b[0m\n",
       "\u001b[32m                   > potential tenants. Reaching out to the medical student\u001b[0m\n",
       "\u001b[32m                   > community could be particularly effective given the\u001b[0m\n",
       "\u001b[32m                   > apartment's proximity to the Medicine School. I should\u001b[0m\n",
       "\u001b[32m                   > consider adding that the apartment's furnishings and\u001b[0m\n",
       "\u001b[32m                   > appliances are included, which is a significant convenience\u001b[0m\n",
       "\u001b[32m                   > for anyone moving in.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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      "2024-01-20 06:57:45,613 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Oscar</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] Absolutely, Lisa. The visual appeal of the apartment can be a major draw, so</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; professional photos are a must. We should also highlight</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; the included amenities like the new washing machine that</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; doubles as a dryer, and the fully furnished aspect, which</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; is a huge plus for anyone who wants to move in without the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; hassle of buying furniture. Additionally, we could create a</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; virtual tour to allow potential tenants to experience the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; space online, which is quite popular nowadays.</span>\n",
       "</pre>\n"
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       "\u001b[1;4;38;5;40mOscar\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m Absolutely, Lisa. The visual appeal of the apartment can be a major draw, so\u001b[0m\n",
       "\u001b[1;38;5;40m                   > professional photos are a must. We should also highlight\u001b[0m\n",
       "\u001b[1;38;5;40m                   > the included amenities like the new washing machine that\u001b[0m\n",
       "\u001b[1;38;5;40m                   > doubles as a dryer, and the fully furnished aspect, which\u001b[0m\n",
       "\u001b[1;38;5;40m                   > is a huge plus for anyone who wants to move in without the\u001b[0m\n",
       "\u001b[1;38;5;40m                   > hassle of buying furniture. Additionally, we could create a\u001b[0m\n",
       "\u001b[1;38;5;40m                   > virtual tour to allow potential tenants to experience the\u001b[0m\n",
       "\u001b[1;38;5;40m                   > space online, which is quite popular nowadays.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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     "output_type": "stream",
     "text": [
      "2024-01-20 06:58:01,725 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Oscar</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "</pre>\n"
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       "\u001b[4;38;5;252mOscar\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] Absolutely, Lisa. The visual appeal of the apartment can be a major draw, so</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; professional photos are a must. We should also highlight</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; the included amenities like the new washing machine that</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; doubles as a dryer, and the fully furnished aspect, which</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; is a huge plus for anyone who wants to move in without the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; hassle of buying furniture. Additionally, we could create a</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; virtual tour to allow potential tenants to experience the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; space online, which is quite popular nowadays.</span>\n",
       "</pre>\n"
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       "\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m Absolutely, Lisa. The visual appeal of the apartment can be a major draw, so\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > professional photos are a must. We should also highlight\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > the included amenities like the new washing machine that\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > doubles as a dryer, and the fully furnished aspect, which\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > is a huge plus for anyone who wants to move in without the\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > hassle of buying furniture. Additionally, we could create a\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > virtual tour to allow potential tenants to experience the\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > space online, which is quite popular nowadays.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] Absolutely, Lisa. The visual appeal of the apartment can be a major draw, so</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; professional photos are a must. We should also highlight</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; the included amenities like the new washing machine that</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; doubles as a dryer, and the fully furnished aspect, which</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; is a huge plus for anyone who wants to move in without the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; hassle of buying furniture. Additionally, we could create a</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; virtual tour to allow potential tenants to experience the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; space online, which is quite popular nowadays.</span>\n",
       "</pre>\n"
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       "\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m Absolutely, Lisa. The visual appeal of the apartment can be a major draw, so\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > professional photos are a must. We should also highlight\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > the included amenities like the new washing machine that\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > doubles as a dryer, and the fully furnished aspect, which\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > is a huge plus for anyone who wants to move in without the\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > hassle of buying furniture. Additionally, we could create a\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > virtual tour to allow potential tenants to experience the\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > space online, which is quite popular nowadays.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mMarcos\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mMarcos\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
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      "2024-01-20 06:58:08,615 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Marcos</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> Oscar's idea of a virtual tour is a great addition. It allows potential tenants</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; to get a feel for the apartment from the comfort of their</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; own home, which is especially useful if they have busy</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; schedules or can't visit in person immediately. We should</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; also consider the timing of the listing to ensure maximum</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; visibility. Perhaps we could synchronize the listing with</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; the academic calendar, targeting medical students at the</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; beginning of a semester when they're likely looking for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; accommodation.</span>\n",
       "</pre>\n"
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       "\u001b[4;32mMarcos\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m Oscar's idea of a virtual tour is a great addition. It allows potential tenants\u001b[0m\n",
       "\u001b[32m                    > to get a feel for the apartment from the comfort of their\u001b[0m\n",
       "\u001b[32m                    > own home, which is especially useful if they have busy\u001b[0m\n",
       "\u001b[32m                    > schedules or can't visit in person immediately. We should\u001b[0m\n",
       "\u001b[32m                    > also consider the timing of the listing to ensure maximum\u001b[0m\n",
       "\u001b[32m                    > visibility. Perhaps we could synchronize the listing with\u001b[0m\n",
       "\u001b[32m                    > the academic calendar, targeting medical students at the\u001b[0m\n",
       "\u001b[32m                    > beginning of a semester when they're likely looking for\u001b[0m\n",
       "\u001b[32m                    > accommodation.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mMarcos\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mMarcos\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
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      "2024-01-20 06:58:20,943 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Marcos</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] The virtual tour is a fantastic idea, Oscar. It's a feature that can really set</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; our listing apart. Additionally, considering the target</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; demographic, we could advertise the apartment on platforms</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; frequented by medical students and young professionals.</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Social media groups, medical school forums, and even local</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; community boards could be effective. Aligning our</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; advertising efforts with the academic year could also</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; increase our chances of finding a tenant who is a medical</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; student.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[1;4;38;5;40mMarcos\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m The virtual tour is a fantastic idea, Oscar. It's a feature that can really set\u001b[0m\n",
       "\u001b[1;38;5;40m                    > our listing apart. Additionally, considering the target\u001b[0m\n",
       "\u001b[1;38;5;40m                    > demographic, we could advertise the apartment on platforms\u001b[0m\n",
       "\u001b[1;38;5;40m                    > frequented by medical students and young professionals.\u001b[0m\n",
       "\u001b[1;38;5;40m                    > Social media groups, medical school forums, and even local\u001b[0m\n",
       "\u001b[1;38;5;40m                    > community boards could be effective. Aligning our\u001b[0m\n",
       "\u001b[1;38;5;40m                    > advertising efforts with the academic year could also\u001b[0m\n",
       "\u001b[1;38;5;40m                    > increase our chances of finding a tenant who is a medical\u001b[0m\n",
       "\u001b[1;38;5;40m                    > student.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mMarcos\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mMarcos\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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      "2024-01-20 06:58:39,241 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Marcos</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "</pre>\n"
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       "\u001b[4;38;5;252mMarcos\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] The virtual tour is a fantastic idea, Oscar. It's a feature that can really set</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; our listing apart. Additionally, considering the target</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; demographic, we could advertise the apartment on platforms</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; frequented by medical students and young professionals.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Social media groups, medical school forums, and even local</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; community boards could be effective. Aligning our</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; advertising efforts with the academic year could also</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; increase our chances of finding a tenant who is a medical</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; student.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[1;3;4;38;5;51mMarcos\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m The virtual tour is a fantastic idea, Oscar. It's a feature that can really set\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > our listing apart. Additionally, considering the target\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > demographic, we could advertise the apartment on platforms\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > frequented by medical students and young professionals.\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Social media groups, medical school forums, and even local\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > community boards could be effective. Aligning our\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > advertising efforts with the academic year could also\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > increase our chances of finding a tenant who is a medical\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > student.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] The virtual tour is a fantastic idea, Oscar. It's a feature that can really set</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; our listing apart. Additionally, considering the target</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; demographic, we could advertise the apartment on platforms</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; frequented by medical students and young professionals.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Social media groups, medical school forums, and even local</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; community boards could be effective. Aligning our</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; advertising efforts with the academic year could also</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; increase our chances of finding a tenant who is a medical</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; student.</span>\n",
       "</pre>\n"
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       "\u001b[1;3;4;38;5;51mMarcos\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m The virtual tour is a fantastic idea, Oscar. It's a feature that can really set\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > our listing apart. Additionally, considering the target\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > demographic, we could advertise the apartment on platforms\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > frequented by medical students and young professionals.\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Social media groups, medical school forums, and even local\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > community boards could be effective. Aligning our\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > advertising efforts with the academic year could also\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > increase our chances of finding a tenant who is a medical\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > student.\u001b[0m\n"
      ]
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     "output_type": "stream",
     "text": [
      "2024-01-20 06:58:48,942 - tinytroupe - INFO - [Focus group] Running world simulation step 2 of 3.\n"
     ]
    },
    {
     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────── </span>Focus group step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ─────────────────────────────────────────────</span>\n",
       "</pre>\n"
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       "\u001b[92m───────────────────────────────────────────── \u001b[0mFocus group step \u001b[1;36m2\u001b[0m of \u001b[1;36m3\u001b[0m\u001b[92m ─────────────────────────────────────────────\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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     "output_type": "stream",
     "text": [
      "2024-01-20 06:58:49,714 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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    },
    {
     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lisa</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> Marcos' point about targeting the advertising to align with the academic year is</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; strategic. We should create a content calendar for our</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; advertising efforts to ensure we're posting at optimal</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; times. It might also be beneficial to offer a virtual Q&amp;A</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; session for interested tenants to ask questions in real-</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; time, providing a personal touch and building trust. We</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; could use a mix of traditional and digital marketing</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; strategies to reach a wider audience.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[4;32mLisa\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m Marcos' point about targeting the advertising to align with the academic year is\u001b[0m\n",
       "\u001b[32m                  > strategic. We should create a content calendar for our\u001b[0m\n",
       "\u001b[32m                  > advertising efforts to ensure we're posting at optimal\u001b[0m\n",
       "\u001b[32m                  > times. It might also be beneficial to offer a virtual Q&A\u001b[0m\n",
       "\u001b[32m                  > session for interested tenants to ask questions in real-\u001b[0m\n",
       "\u001b[32m                  > time, providing a personal touch and building trust. We\u001b[0m\n",
       "\u001b[32m                  > could use a mix of traditional and digital marketing\u001b[0m\n",
       "\u001b[32m                  > strategies to reach a wider audience.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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     "output_type": "stream",
     "text": [
      "2024-01-20 06:59:04,293 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lisa</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] Marcos, that's a great strategy to target our advertising around the academic</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; calendar. We could also consider offering a special</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; incentive for medical students, like a discount on the first</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; month's rent, to make the offer even more appealing.</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; Combining this with social media advertising and the virtual</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; tour could really maximize our reach. And I love the idea of</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; a virtual Q&amp;A session; it adds a personal touch and could</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; help potential tenants feel more connected to the space.</span>\n",
       "</pre>\n"
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       "\u001b[1;4;38;5;40mLisa\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m Marcos, that's a great strategy to target our advertising around the academic\u001b[0m\n",
       "\u001b[1;38;5;40m                  > calendar. We could also consider offering a special\u001b[0m\n",
       "\u001b[1;38;5;40m                  > incentive for medical students, like a discount on the first\u001b[0m\n",
       "\u001b[1;38;5;40m                  > month's rent, to make the offer even more appealing.\u001b[0m\n",
       "\u001b[1;38;5;40m                  > Combining this with social media advertising and the virtual\u001b[0m\n",
       "\u001b[1;38;5;40m                  > tour could really maximize our reach. And I love the idea of\u001b[0m\n",
       "\u001b[1;38;5;40m                  > a virtual Q&A session; it adds a personal touch and could\u001b[0m\n",
       "\u001b[1;38;5;40m                  > help potential tenants feel more connected to the space.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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     "output_type": "stream",
     "text": [
      "2024-01-20 06:59:15,657 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lisa</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
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       "\u001b[4;38;5;252mLisa\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] Marcos, that's a great strategy to target our advertising around the academic</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; calendar. We could also consider offering a special</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; incentive for medical students, like a discount on the first</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; month's rent, to make the offer even more appealing.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; Combining this with social media advertising and the virtual</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; tour could really maximize our reach. And I love the idea of</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; a virtual Q&amp;A session; it adds a personal touch and could</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; help potential tenants feel more connected to the space.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[1;3;4;38;5;51mLisa\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m Marcos, that's a great strategy to target our advertising around the academic\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > calendar. We could also consider offering a special\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > incentive for medical students, like a discount on the first\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > month's rent, to make the offer even more appealing.\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > Combining this with social media advertising and the virtual\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > tour could really maximize our reach. And I love the idea of\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > a virtual Q&A session; it adds a personal touch and could\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > help potential tenants feel more connected to the space.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] Marcos, that's a great strategy to target our advertising around the academic</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; calendar. We could also consider offering a special</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; incentive for medical students, like a discount on the first</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; month's rent, to make the offer even more appealing.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; Combining this with social media advertising and the virtual</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; tour could really maximize our reach. And I love the idea of</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; a virtual Q&amp;A session; it adds a personal touch and could</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; help potential tenants feel more connected to the space.</span>\n",
       "</pre>\n"
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       "\u001b[1;3;4;38;5;51mLisa\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m Marcos, that's a great strategy to target our advertising around the academic\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > calendar. We could also consider offering a special\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > incentive for medical students, like a discount on the first\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > month's rent, to make the offer even more appealing.\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > Combining this with social media advertising and the virtual\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > tour could really maximize our reach. And I love the idea of\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > a virtual Q&A session; it adds a personal touch and could\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > help potential tenants feel more connected to the space.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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     "output_type": "stream",
     "text": [
      "2024-01-20 06:59:22,743 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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    },
    {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Oscar</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> Lisa's idea to offer a special incentive for medical students is smart. It</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; directly appeals to a key demographic in our target market.</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; The virtual Q&amp;A session could also be a unique selling</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; point, providing an interactive way for potential tenants</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; to engage with us and learn more about the apartment. We</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; should ensure that all our marketing materials communicate</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; these special offers clearly. I'll need to think about how</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; we can effectively implement these ideas.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[4;32mOscar\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m Lisa's idea to offer a special incentive for medical students is smart. It\u001b[0m\n",
       "\u001b[32m                   > directly appeals to a key demographic in our target market.\u001b[0m\n",
       "\u001b[32m                   > The virtual Q&A session could also be a unique selling\u001b[0m\n",
       "\u001b[32m                   > point, providing an interactive way for potential tenants\u001b[0m\n",
       "\u001b[32m                   > to engage with us and learn more about the apartment. We\u001b[0m\n",
       "\u001b[32m                   > should ensure that all our marketing materials communicate\u001b[0m\n",
       "\u001b[32m                   > these special offers clearly. I'll need to think about how\u001b[0m\n",
       "\u001b[32m                   > we can effectively implement these ideas.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-01-20 06:59:38,050 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Oscar</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "</pre>\n"
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       "\u001b[4;38;5;252mOscar\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mMarcos\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mMarcos\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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     "metadata": {},
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    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-01-20 06:59:48,252 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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    },
    {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Marcos</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "</pre>\n"
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       "\u001b[4;38;5;252mMarcos\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n"
      ]
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    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-01-20 06:59:58,327 - tinytroupe - INFO - [Focus group] Running world simulation step 3 of 3.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────── </span>Focus group step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ─────────────────────────────────────────────</span>\n",
       "</pre>\n"
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       "\u001b[92m───────────────────────────────────────────── \u001b[0mFocus group step \u001b[1;36m3\u001b[0m of \u001b[1;36m3\u001b[0m\u001b[92m ─────────────────────────────────────────────\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-01-20 06:59:58,600 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lisa</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "</pre>\n"
      ],
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       "\u001b[4;38;5;252mLisa\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n"
      ]
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    {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-01-20 07:00:05,555 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Oscar</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "</pre>\n"
      ],
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       "\u001b[4;38;5;252mOscar\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n"
      ]
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    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mMarcos\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mMarcos\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
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    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-01-20 07:00:19,783 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Marcos</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "</pre>\n"
      ],
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       "\u001b[4;38;5;252mMarcos\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n"
      ]
     },
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    }
   ],
   "source": [
    "focus_group.run(3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-01-20 07:08:06,551 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\\n  \"ad_copy\": \"Discover modern living in a newly renovated space where elegance meets convenience. Step into a world of open-concept design with spacious integrated areas, perfect for the urban dweller who appreciates style and freedom. Freshly repainted and boasting a chic kitchen with a central wood table, this one-bedroom apartment, originally two, now features a dedicated home office for your work-from-home needs. Located in a classic building near the best Medicine School, it\\'s ideal for medical students seeking a serene study environment. Enjoy the ease of a fully furnished home, complete with a new washing machine that doubles as a dryer. Experience the apartment through a virtual tour and take advantage of our special offer for medical students. Connect with us during a live virtual Q&A session. Your perfect urban retreat awaits, aligning with the academic calendar for maximum convenience. Don\\'t miss out on this unique opportunity for sophisticated and hassle-free living.\"\\n}', 'role': 'assistant', 'function_call': None, 'tool_calls': None}\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{'ad_copy': \"Discover modern living in a newly renovated space where elegance meets convenience. Step into a world of open-concept design with spacious integrated areas, perfect for the urban dweller who appreciates style and freedom. Freshly repainted and boasting a chic kitchen with a central wood table, this one-bedroom apartment, originally two, now features a dedicated home office for your work-from-home needs. Located in a classic building near the best Medicine School, it's ideal for medical students seeking a serene study environment. Enjoy the ease of a fully furnished home, complete with a new washing machine that doubles as a dryer. Experience the apartment through a virtual tour and take advantage of our special offer for medical students. Connect with us during a live virtual Q&A session. Your perfect urban retreat awaits, aligning with the academic calendar for maximum convenience. Don't miss out on this unique opportunity for sophisticated and hassle-free living.\"}"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "extractor.extract_results_from_world(focus_group,\n",
    "                                     extraction_objective=\"Compose an advertisement copy based on the ideas given.\",\n",
    "                                     fields=[\"ad_copy\"],\n",
    "                                    verbose=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "extractor.save_as_json(\"../data/extractions/appartment_rent_ad.extraction.json\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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